Multi-Agent AI in 2026: Build Production Systems with CrewAI, LangGraph & AutoGen
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Building single-prompt AI apps in 2026 feels like writing code in Notepad. It works — but you're leaving 90% of the potential on the table. The real shift happening right now: multi-agent systems. Networks of specialized AI agents that plan, delegate, execute, and verify each other's work — producing outputs no single model can match. This guide covers everything you need to ship your first multi-agent pipeline using CrewAI, LangGraph, and AutoGen — the three frameworks dominating production d